oneapi-src / oneapi-src/oneAPI-samples
Failing to test "IntelTensorFlow_for_LLMs" sample in CI
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描述
Summary
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factors are considered important to reproduce an issue.
The "IntelTensorFlow_for_LLMs" sample takes ~5hrs to run on CI. Hence, the sample timeouts in CI.
Environment
OS: Linux
Observed behavior
The sample shows how to finetune a 6B model, which takes ~5hrs on CPU. This makes it hard to test the sample on CI.
Expected behavior
Ideally, the sample should not take more than few minutes to run. We can use environment variable to check if the sample is running on CI and run it for a few batches in CI. This would be more than enough to test the correctness of the code sample.
贡献指南
从这里开始
- 先读完整个 Issue,再读项目的贡献指南。
- 在 Issue 下留言说明你要接手 —— 这能避免两个人做同样的事。
- Fork 仓库,在一个分支上完成修改。
- 提交 Pull Request,并在描述里引用这个 Issue 编号。
调研方向
定位 IntelTensorFlow_for_LLMs 示例以及运行它的 CI 配置。了解该示例如何执行 finetuning 以及 CI 如何调用它,然后验证通过 CI 专用的环境变量路径可以只运行少量 batches,同时在 CI 之外保留正常的长时间运行。
由索引模型根据 Issue 内容生成。
评估
- 技术栈
- tensorflow
- 领域
- ci-cd, machine-learning
- Issue 类型
- 功能
- 难度
- 3/5
- 预计耗时
- 1-2 天
- 活跃度
- 停滞
- 描述清晰度
- 基本清楚
- 新手友好度
- 45/100